Generative AI For Cloud Professional Training Course - United Kingdom

Generative AI for Cloud Professional Training Course Outline

Module 1: Introduction to Generative AI

• Basics AI Technology
• Role Generative AI
• AI Cloud Computing
• Generative AI Applications
• Cloud-AI Integration

Module 2: Fundamentals Neural Networks

• Neural Network Architecture
• Activation Functions
• Backpropagation
• Optimising Models

Module 3: Natural Language Processing (NLP)

• NLP Fundamentals
• Text Pre-processing
• Tokenisation
• Word Embeddings
• Language Generation

Module 4: Image Generation and Manipulation

• Image Data AI
• Convolutional Neural Networks
• Image Generation Techniques
• Style Transfer
• Image Augmentation

Module 5: Generative Adversarial Networks (GANs)

• GAN Architecture
• Image Synthesis GANs
• Applications GANs
• GANs Cloud

Module 6: Recurrent Neural Networks (RNNs)

• RNN Concepts
• Sequence Generation
• Text Generation RNNs
• Time Series Data
• Cloud RNN Deployment

Module 7: Reinforcement Learning AI Agents

• Reinforcement Learning Basics
• AI Agents Cloud
• Reinforcement Learning Applications
• Cloud-Based RL Platforms

Module 8: Cloud Integration Deployment

• Cloud Platforms AI
• Model Deployment
• Scalability Cloud
• Security Considerations
• Cloud-Native AI

Who should attend this Generative AI for Cloud Professional Training Course?

This Generative AI for Cloud Professional Course is designed for anyone who is interested in enhancing their skills and knowledge in the fields of Artificial Intelligence, Cloud Computing, and Generative AI. However, this course is more beneficial for the following professionals:

• Cloud AI Architects
• AI Solutions Engineers
• Cloud AI Developers
• AI Infrastructure Specialists
• Cloud Data Scientists
• AI Operations Managers
• Cloud AI Security Specialists

Prerequisites of the Generative AI for Cloud Professional Training Course

There are no specific prerequisites for attending this Generative AI for Cloud Professional Course. However, a basic understanding of cloud computing and programming fundamentals will be beneficial.

Generative AI for Cloud Professional Training Course Overview

Generative AI is the advanced technology of creating AI systems capable of generating content, from text to images, with immense relevance in the realm of cloud computing. It plays a crucial role in automating content generation and enhancing data processing capabilities in the cloud, ultimately improving efficiency and fostering innovation.

Understanding Generative AI for Cloud Professionals is crucial, especially for professionals engaged in cloud computing and Artificial Intelligence. Mastery of this subject is essential for cloud professionals aiming to automate content generation, enhance data processing, and stay at the forefront of technological advancements. Cloud Architects, AI Developers, and professionals involved in cloud operations should aim at mastering Generative AI.

This 1-day Generative AI for Cloud Professional Training by The Knowledge Academy provides delegates with a deep understanding of Generative AI and its impact on the cloud computing landscape. Delegates will explore core principles of AI technology, delve into neural networks, deep learning, and their applications in the context of cloud computing.

Course Objectives

• To provide knowledge in neural networks and deep learning principles
• To get knowledge on cloud-native AI deployment strategies and scalability
• To provide an understanding of reinforcement learning for AI agent growth
• To explore the integration of AI technology with cloud computing platforms
• To develop skills in optimising neural network models and AI security
• To create and manipulate images using Generative Adversarial Networks

Upon completion of this course, delegates will benefit by gaining a deep understanding of Generative AI and its applications in the cloud computing landscape. They will acquire practical skills to optimise cloud operations, reduce costs, and develop innovative AI-powered products and services.

What’s included in this Generative AI for Cloud Professional Training Course?

• World-Class Training Sessions from Experienced Instructors
• Generative AI for Cloud Professional Certificate
• Digital Delegate Pack